Creating a dummy from a two-category variable

Given is a basetable with one predictive variable "gender". Make sure that "gender" can be used as a predictive variable in a logistic regression model by creating dummy variables for it.

Este exercício faz parte do curso

Intermediate Predictive Analytics in Python

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Instruções do exercício

Create a pandas dataframe dummies_gender that has the dummy variables for "gender". Make sure to avoid multicollinearity.
Add these dummies to the original basetable.
Remove the original variable "gender" from the basetable.

Exercício interativo prático

Experimente este exercício completando este código de exemplo.

# Create the dummy variable
dummies_gender = pd.____(____["____"], drop_first=____)

# Add the dummy variable to the basetable
basetable = pd.concat([____, ____], axis=1)

# Delete the original variable from the basetable
del basetable["____"]
print(basetable.head())

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